Changing effects of external forcing on Atlantic–Pacific interactions

Soufiane Karmouche, E. Galytska, G. Meehl, Jakob Runge, Katja Weigel, Veronika Eyring
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Abstract

Abstract. Recent studies have highlighted the increasingly dominant role of external forcing in driving Atlantic and Pacific Ocean variability during the second half of the 20th century. This paper provides insights into the underlying mechanisms driving interactions between modes of variability over the two basins. We define a set of possible drivers of these interactions and apply causal discovery to reanalysis data, two ensembles of pacemaker simulations where sea surface temperatures in either the tropical Pacific or the North Atlantic are nudged to observations, and a pre-industrial control run. We also utilize large-ensemble means of historical simulations from the Coupled Model Intercomparison Project Phase 6 (CMIP6) to quantify the effect of external forcing and improve the understanding of its impact. A causal analysis of the historical time series between 1950 and 2014 identifies a regime switch in the interactions between major modes of Atlantic and Pacific climate variability in both reanalysis and pacemaker simulations. A sliding window causal analysis reveals a decaying El Niño–Southern Oscillation (ENSO) effect on the Atlantic as the North Atlantic fluctuates towards an anomalously warm state. The causal networks also demonstrate that external forcing contributed to strengthening the Atlantic's negative-sign effect on ENSO since the mid-1980s, where warming tropical Atlantic sea surface temperatures induce a La Niña-like cooling in the equatorial Pacific during the following season through an intensification of the Pacific Walker circulation. The strengthening of this effect is not detected when the historical external forcing signal is removed in the Pacific pacemaker ensemble. The analysis of the pre-industrial control run supports the notion that the Atlantic and Pacific modes of natural climate variability exert contrasting impacts on each other even in the absence of anthropogenic forcing. The interactions are shown to be modulated by the (multi)decadal states of temperature anomalies of both basins with stronger connections when these states are “out of phase”. We show that causal discovery can detect previously documented connections and provides important potential for a deeper understanding of the mechanisms driving changes in regional and global climate variability.
外部作用力对大西洋-太平洋相互作用的不断变化的影响
摘要最近的研究突出表明,在 20 世纪下半叶,外部强迫在驱动大西洋和太平洋变率方面发挥着越来越重要的作用。本文深入探讨了驱动两个流域变率模式之间相互作用的内在机制。我们定义了这些相互作用的一系列可能驱动因素,并将因果关系发现应用于再分析数据、热带太平洋或北大西洋海表温度被推移到观测值的两个起搏器模拟集合,以及工业化前的对照运行。我们还利用耦合模式相互比较项目第 6 阶段(CMIP6)历史模拟的大集合手段来量化外部作用力的影响,并加深对外部作用力影响的理解。对 1950 年至 2014 年历史时间序列的因果分析发现,在再分析和起搏器模拟中,大西洋和太平洋气候变率的主要模式之间的相互作用出现了制度转换。滑动窗口因果分析显示,随着北大西洋向异常温暖状态波动,厄尔尼诺-南方涛动(ENSO)对大西洋的影响正在减弱。因果网络还表明,自 20 世纪 80 年代中期以来,外部强迫加强了大西洋对厄尔尼诺-南方涛动的负向效应,即热带大西洋海面温度升高会通过太平洋沃克环流的加强,在下一季节引起赤道太平洋类似拉尼娜现象的降温。在太平洋起搏器集合中,如果去除历史上的外部强迫信号,就不会发现这种效应的加强。对工业化前对照运行的分析支持这样一种观点,即即使在没有人为强迫的情况下,大西洋和太平洋的自然气候变率模式也会对彼此产生不同的影响。这种相互作用受两个流域温度异常的(多)十年期状态的调节,当这些状态 "不同步 "时,其关联性更强。我们的研究表明,因果发现可以发现以前记录的联系,并为更深入地了解区域和全球气候变异性变化的驱动机制提供了重要的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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